Pith Number

pith:LBOX3SMH

pith:2018:LBOX3SMH3KVARZVSZNLHJO6CBL

not attested not anchored not stored refs pending

A Model-Based Reinforcement Learning Approach for a Rare Disease Diagnostic Task

Antoine Neuraz, Emmanuel Spaggiari, Erwan Le Pennec, Julien Stirnemann, R\'emi Besson, St\'ephanie Allassonni\`ere

arxiv:1811.10112 v1 · 2018-11-25 · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LBOX3SMH3KVARZVSZNLHJO6CBL}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-05-17T23:59:58.658690Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

585d7dc987daaa08e6b2cb5674bbc20af9a1cc67e374cbdfb13176bb5ce00854

Aliases

arxiv: 1811.10112 · arxiv_version: 1811.10112v1 · doi: 10.48550/arxiv.1811.10112 · pith_short_12: LBOX3SMH3KVA · pith_short_16: LBOX3SMH3KVARZVS · pith_short_8: LBOX3SMH

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/LBOX3SMH3KVARZVSZNLHJO6CBL \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 585d7dc987daaa08e6b2cb5674bbc20af9a1cc67e374cbdfb13176bb5ce00854

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "14ea8d5d6d1ef824c21724a92cf6389fe75c6fd6edbc4bd984c3dff81c185c72",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-25T22:44:54Z",
    "title_canon_sha256": "a037312bfebef12bf6a4a074c1df9973f1206bbddf9c594f8c99940f4af12870"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.10112",
    "kind": "arxiv",
    "version": 1
  }
}